zhang_2026_ecological_values
4,064 responses from 1,016 respondents to 4 items.
About this table
| Description | Ecological values, 4 items, 1-7; tourists. 1016 respondents x 4 items = 4064 responses. |
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| Reference | Zhang, S. (2026). Ecosystem Services and Well-being [Data set]. Mendeley Data. https://doi.org/10.17632/62rjwfhm6j |
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| Licence | CC BY 4.0 |
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| Source data | https://data.mendeley.com/datasets/62rjwfhm6j |
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Size and shape
| Responses | 4,064 |
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| Respondents | 1,016 |
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| Items | 4 |
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| Response categories | 7 |
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| Responses per respondent | 4 |
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| Responses per item | 1,016 |
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| Density | 1 |
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| Longitudinal | FALSE |
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Classification
| measurement tool | Survey/questionnaire |
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| item format | Likert Scale/selected response |
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| primary language(s) | chi |
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Columns
cov_age_bandcov_educationcov_genderiditemresp
Get the data
Or load it directly in R or Python:
# R
install.packages("remotes")
remotes::install_github("itemresponsewarehouse/Rpkg")
library(irw)
df <- irw_fetch("zhang_2026_ecological_values")
# Python
pip install irw
import irw
df = irw.fetch("zhang_2026_ecological_values")
Version and provenance
| IRW version | v393 |
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| Redivis dataset | item_response_warehouse_4 v7.0 |
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| Redivis dataset DOI | 10.57761/cpj5-vm97 |
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| Manifest pin for this IRW version | v7.0 |
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| Metadata source | irw_meta v23.0 |
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